Unverified50% confidenceSolutionExact time
The SJR (Summarize-Judge-Refine) architecture decouples content understanding and policy judgment into two independent models, using natural language as the interface between them.
1
Sources
50%
Confidence
Long-term
Relevance
9/22/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedIn the SJR architecture, every moderation decision is grounded in a human-readable text summary, making interpretability a natural product of the architectural design.66% similarUnverifiedWhen policies change, the SJR architecture requires only adjusting or replacing the text-only policy model, without touching the multimodal content model.66% similarUnverified由于大语言模型的采样机制，两次调用同一知识点产出的页面在排版和表达上会有差异，但核心知识结构和交互功能保持一致63% similarUnverified一种可行的混合架构是用大模型处理自然语言模糊性并转化为结构化中间表示，再交由手工规则系统进行确定性的程序化执行61% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/940010API
curl https://kongchang.com/api/v1/knowledge/claims/940010MCP
get_claim(id=940010)